Pandas Profiling Report

Dataset statistics

Number of variables	13
Number of observations	517
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	4
Duplicate rows (%)	0.8%
Total size in memory	52.6 KiB
Average record size in memory	104.3 B

Variable types

Numeric	11
Categorical	2

Alerts

Dataset has 4 (0.8%) duplicate rows	Duplicates
`DC` is highly overall correlated with `DMC` and 1 other fields	High correlation
`DMC` is highly overall correlated with `DC` and 2 other fields	High correlation
`FFMC` is highly overall correlated with `DMC` and 2 other fields	High correlation
`ISI` is highly overall correlated with `FFMC`	High correlation
`RH` is highly overall correlated with `temp`	High correlation
`month` is highly overall correlated with `DC`	High correlation
`temp` is highly overall correlated with `DMC` and 2 other fields	High correlation
`rain` has 509 (98.5%) zeros	Zeros
`area` has 247 (47.8%) zeros	Zeros

Reproduction

Analysis started	2024-09-24 20:38:05.562442
Analysis finished	2024-09-24 20:38:18.736859
Duration	13.17 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

X
Real number (ℝ)

Distinct	9
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6692456

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	4
Q3	7
95-th percentile	8
Maximum	9
Range	8
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.3137778
Coefficient of variation (CV)	0.49553568
Kurtosis	-1.1723308
Mean	4.6692456
Median Absolute Deviation (MAD)	2
Skewness	0.036245822
Sum	2414
Variance	5.3535678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
4	91	17.6%
6	86	16.6%
2	73	14.1%
8	61	11.8%
7	60	11.6%
3	55	10.6%
1	48	9.3%
5	30	5.8%
9	13	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	48	9.3%
2	73	14.1%
3	55	10.6%
4	91	17.6%
5	30	5.8%
6	86	16.6%
7	60	11.6%
8	61	11.8%
9	13	2.5%

Value	Count	Frequency (%)
9	13	2.5%
8	61	11.8%
7	60	11.6%
6	86	16.6%
5	30	5.8%
4	91	17.6%
3	55	10.6%
2	73	14.1%
1	48	9.3%

Y
Real number (ℝ)

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.2998066

Minimum	2
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	2
5-th percentile	2
Q1	4
median	4
Q3	5
95-th percentile	6
Maximum	9
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2299004
Coefficient of variation (CV)	0.28603622
Kurtosis	1.4205534
Mean	4.2998066
Median Absolute Deviation (MAD)	1
Skewness	0.41729625
Sum	2223
Variance	1.512655
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
4	203	39.3%
5	125	24.2%
6	74	14.3%
3	64	12.4%
2	44	8.5%
9	6	1.2%
8	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	44	8.5%
3	64	12.4%
4	203	39.3%
5	125	24.2%
6	74	14.3%
8	1	0.2%
9	6	1.2%

Value	Count	Frequency (%)
9	6	1.2%
8	1	0.2%
6	74	14.3%
5	125	24.2%
4	203	39.3%
3	64	12.4%
2	44	8.5%

month
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

aug	184
sep	172
mar	54
jul	32
feb	20
Other values (7)	55

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1551
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

1st row	mar
2nd row	oct
3rd row	oct
4th row	mar
5th row	mar

Common Values

Value	Count	Frequency (%)
aug	184	35.6%
sep	172	33.3%
mar	54	10.4%
jul	32	6.2%
feb	20	3.9%
jun	17	3.3%
oct	15	2.9%
apr	9	1.7%
dec	9	1.7%
jan	2	0.4%
Other values (2)	3	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
aug	184	35.6%
sep	172	33.3%
mar	54	10.4%
jul	32	6.2%
feb	20	3.9%
jun	17	3.3%
oct	15	2.9%
apr	9	1.7%
dec	9	1.7%
jan	2	0.4%
Other values (2)	3	0.6%

Most occurring characters

Value	Count	Frequency (%)
a	251	16.2%
u	233	15.0%
e	201	13.0%
g	184	11.9%
p	181	11.7%
s	172	11.1%
r	63	4.1%
m	56	3.6%
j	51	3.3%
l	32	2.1%
Other values (9)	127	8.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1551	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	251	16.2%
u	233	15.0%
e	201	13.0%
g	184	11.9%
p	181	11.7%
s	172	11.1%
r	63	4.1%
m	56	3.6%
j	51	3.3%
l	32	2.1%
Other values (9)	127	8.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1551	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	251	16.2%
u	233	15.0%
e	201	13.0%
g	184	11.9%
p	181	11.7%
s	172	11.1%
r	63	4.1%
m	56	3.6%
j	51	3.3%
l	32	2.1%
Other values (9)	127	8.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1551	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	251	16.2%
u	233	15.0%
e	201	13.0%
g	184	11.9%
p	181	11.7%
s	172	11.1%
r	63	4.1%
m	56	3.6%
j	51	3.3%
l	32	2.1%
Other values (9)	127	8.2%

day
Categorical

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

sun	95
fri	85
sat	84
mon	74
tue	64
Other values (2)	115

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1551
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	fri
2nd row	tue
3rd row	sat
4th row	fri
5th row	sun

Common Values

Value	Count	Frequency (%)
sun	95	18.4%
fri	85	16.4%
sat	84	16.2%
mon	74	14.3%
tue	64	12.4%
thu	61	11.8%
wed	54	10.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sun	95	18.4%
fri	85	16.4%
sat	84	16.2%
mon	74	14.3%
tue	64	12.4%
thu	61	11.8%
wed	54	10.4%

Most occurring characters

Value	Count	Frequency (%)
u	220	14.2%
t	209	13.5%
s	179	11.5%
n	169	10.9%
e	118	7.6%
f	85	5.5%
i	85	5.5%
r	85	5.5%
a	84	5.4%
m	74	4.8%
Other values (4)	243	15.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1551	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
u	220	14.2%
t	209	13.5%
s	179	11.5%
n	169	10.9%
e	118	7.6%
f	85	5.5%
i	85	5.5%
r	85	5.5%
a	84	5.4%
m	74	4.8%
Other values (4)	243	15.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1551	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
u	220	14.2%
t	209	13.5%
s	179	11.5%
n	169	10.9%
e	118	7.6%
f	85	5.5%
i	85	5.5%
r	85	5.5%
a	84	5.4%
m	74	4.8%
Other values (4)	243	15.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1551	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
u	220	14.2%
t	209	13.5%
s	179	11.5%
n	169	10.9%
e	118	7.6%
f	85	5.5%
i	85	5.5%
r	85	5.5%
a	84	5.4%
m	74	4.8%
Other values (4)	243	15.7%

FFMC
Real number (ℝ)

HIGH CORRELATION

Distinct	106
Distinct (%)	20.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	90.644681

Minimum	18.7
Maximum	96.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	18.7
5-th percentile	84.1
Q1	90.2
median	91.6
Q3	92.9
95-th percentile	95.1
Maximum	96.2
Range	77.5
Interquartile range (IQR)	2.7

Descriptive statistics

Standard deviation	5.5201108
Coefficient of variation (CV)	0.060898343
Kurtosis	67.066041
Mean	90.644681
Median Absolute Deviation (MAD)	1.3
Skewness	-6.575606
Sum	46863.3
Variance	30.471624
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
92.1	28	5.4%
91.6	28	5.4%
91	22	4.3%
91.7	19	3.7%
93.7	16	3.1%
92.4	16	3.1%
92.5	15	2.9%
94.8	14	2.7%
92.9	12	2.3%
90.2	12	2.3%
Other values (96)	335	64.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18.7	1	0.2%
50.4	1	0.2%
53.4	1	0.2%
63.5	2	0.4%
68.2	1	0.2%
69	1	0.2%
75.1	2	0.4%
79.5	3	0.6%
81.5	2	0.4%
81.6	4	0.8%

Value	Count	Frequency (%)
96.2	2	0.4%
96.1	6	1.2%
96	2	0.4%
95.9	2	0.4%
95.8	1	0.2%
95.5	2	0.4%
95.2	7	1.4%
95.1	5	1.0%
95	1	0.2%
94.9	3	0.6%

DMC
Real number (ℝ)

HIGH CORRELATION

Distinct	215
Distinct (%)	41.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110.87234

Minimum	1.1
Maximum	291.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	1.1
5-th percentile	14.92
Q1	68.6
median	108.3
Q3	142.4
95-th percentile	231.1
Maximum	291.3
Range	290.2
Interquartile range (IQR)	73.8

Descriptive statistics

Standard deviation	64.046482
Coefficient of variation (CV)	0.57765969
Kurtosis	0.20482178
Mean	110.87234
Median Absolute Deviation (MAD)	34.9
Skewness	0.54749779
Sum	57321
Variance	4101.9519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	10	1.9%
129.5	9	1.7%
142.4	8	1.5%
231.1	8	1.5%
137	7	1.4%
108.3	7	1.4%
126.5	7	1.4%
35.8	7	1.4%
108.4	7	1.4%
117.9	6	1.2%
Other values (205)	441	85.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1	1	0.2%
2.4	1	0.2%
3	2	0.4%
3.2	1	0.2%
3.6	1	0.2%
3.7	1	0.2%
4.4	2	0.4%
4.6	1	0.2%
4.9	1	0.2%
6.6	1	0.2%

Value	Count	Frequency (%)
291.3	1	0.2%
290	4	0.8%
287.2	1	0.2%
284.9	1	0.2%
276.3	4	0.8%
273.8	2	0.4%
269.8	1	0.2%
266.2	1	0.2%
263.1	1	0.2%
253.6	1	0.2%

DC
Real number (ℝ)

HIGH CORRELATION

Distinct	219
Distinct (%)	42.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	547.94004

Minimum	7.9
Maximum	860.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	7.9
5-th percentile	43.58
Q1	437.7
median	664.2
Q3	713.9
95-th percentile	795.3
Maximum	860.6
Range	852.7
Interquartile range (IQR)	276.2

Descriptive statistics

Standard deviation	248.06619
Coefficient of variation (CV)	0.45272507
Kurtosis	-0.24524352
Mean	547.94004
Median Absolute Deviation (MAD)	80.2
Skewness	-1.1004451
Sum	283285
Variance	61536.835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
745.3	10	1.9%
692.6	9	1.7%
698.6	8	1.5%
692.3	8	1.5%
601.4	8	1.5%
715.1	8	1.5%
686.5	7	1.4%
706.4	7	1.4%
764	7	1.4%
647.1	7	1.4%
Other values (209)	438	84.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.9	1	0.2%
9.3	1	0.2%
15.3	1	0.2%
15.5	1	0.2%
15.8	1	0.2%
16.2	2	0.4%
18.7	1	0.2%
25.6	3	0.6%
26.6	1	0.2%
28.3	2	0.4%

Value	Count	Frequency (%)
860.6	1	0.2%
855.3	4	0.8%
849.3	1	0.2%
844	1	0.2%
825.1	4	0.8%
822.8	1	0.2%
819.1	2	0.4%
817.5	1	0.2%
812.1	2	0.4%
811.2	1	0.2%

ISI
Real number (ℝ)

HIGH CORRELATION

Distinct	119
Distinct (%)	23.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.0216634

Minimum	0
Maximum	56.1
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	2.6
Q1	6.5
median	8.4
Q3	10.8
95-th percentile	17
Maximum	56.1
Range	56.1
Interquartile range (IQR)	4.3

Descriptive statistics

Standard deviation	4.5594772
Coefficient of variation (CV)	0.50539207
Kurtosis	21.458037
Mean	9.0216634
Median Absolute Deviation (MAD)	2.1
Skewness	2.5363253
Sum	4664.2
Variance	20.788832
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.6	23	4.4%
7.1	21	4.1%
6.3	20	3.9%
7	17	3.3%
8.4	17	3.3%
6.2	16	3.1%
9.2	15	2.9%
7.5	14	2.7%
7.8	12	2.3%
9	12	2.3%
Other values (109)	350	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.2%
0.4	2	0.4%
0.7	1	0.2%
0.8	3	0.6%
1.1	1	0.2%
1.5	1	0.2%
1.8	1	0.2%
1.9	6	1.2%
2	1	0.2%
2.1	2	0.4%

Value	Count	Frequency (%)
56.1	1	0.2%
22.7	1	0.2%
22.6	1	0.2%
21.3	1	0.2%
20.3	4	0.8%
20	2	0.4%
18	4	0.8%
17.9	3	0.6%
17.7	5	1.0%
17	7	1.4%

temp
Real number (ℝ)

HIGH CORRELATION

Distinct	192
Distinct (%)	37.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.889168

Minimum	2.2
Maximum	33.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	2.2
5-th percentile	8.2
Q1	15.5
median	19.3
Q3	22.8
95-th percentile	27.9
Maximum	33.3
Range	31.1
Interquartile range (IQR)	7.3

Descriptive statistics

Standard deviation	5.8066253
Coefficient of variation (CV)	0.30740503
Kurtosis	0.13616551
Mean	18.889168
Median Absolute Deviation (MAD)	3.6
Skewness	-0.33117224
Sum	9765.7
Variance	33.716898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.6	8	1.5%
17.4	8	1.5%
15.4	7	1.4%
20.6	7	1.4%
19.1	6	1.2%
20.4	6	1.2%
15.9	6	1.2%
17.8	6	1.2%
20.8	6	1.2%
15.2	6	1.2%
Other values (182)	451	87.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.2	1	0.2%
4.2	1	0.2%
4.6	6	1.2%
4.8	1	0.2%
5.1	5	1.0%
5.2	1	0.2%
5.3	3	0.6%
5.5	1	0.2%
5.8	2	0.4%
6.7	1	0.2%

Value	Count	Frequency (%)
33.3	1	0.2%
33.1	1	0.2%
32.6	1	0.2%
32.4	2	0.4%
32.3	1	0.2%
31	1	0.2%
30.8	2	0.4%
30.6	1	0.2%
30.2	3	0.6%
29.6	1	0.2%

RH
Real number (ℝ)

HIGH CORRELATION

Distinct	75
Distinct (%)	14.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.288201

Minimum	15
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	15
5-th percentile	24
Q1	33
median	42
Q3	53
95-th percentile	77
Maximum	100
Range	85
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	16.317469
Coefficient of variation (CV)	0.36843829
Kurtosis	0.43818286
Mean	44.288201
Median Absolute Deviation (MAD)	10
Skewness	0.86290401
Sum	22897
Variance	266.2598
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	33	6.4%
39	24	4.6%
35	20	3.9%
42	17	3.3%
43	17	3.3%
45	16	3.1%
34	16	3.1%
40	15	2.9%
33	15	2.9%
46	14	2.7%
Other values (65)	330	63.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15	2	0.4%
17	1	0.2%
18	1	0.2%
19	4	0.8%
20	1	0.2%
21	7	1.4%
22	5	1.0%
24	13	2.5%
25	10	1.9%
26	6	1.2%

Value	Count	Frequency (%)
100	1	0.2%
99	1	0.2%
97	1	0.2%
96	1	0.2%
94	1	0.2%
90	2	0.4%
88	1	0.2%
87	1	0.2%
86	2	0.4%
84	1	0.2%

wind
Real number (ℝ)

Distinct	21
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0176015

Minimum	0.4
Maximum	9.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0.4
5-th percentile	1.3
Q1	2.7
median	4
Q3	4.9
95-th percentile	7.6
Maximum	9.4
Range	9
Interquartile range (IQR)	2.2

Descriptive statistics

Standard deviation	1.7916526
Coefficient of variation (CV)	0.44595079
Kurtosis	0.054323817
Mean	4.0176015
Median Absolute Deviation (MAD)	1.3
Skewness	0.57100113
Sum	2077.1
Variance	3.210019
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
3.1	53	10.3%
2.2	53	10.3%
4	51	9.9%
4.9	48	9.3%
2.7	44	8.5%
4.5	41	7.9%
5.4	41	7.9%
3.6	40	7.7%
1.8	31	6.0%
5.8	24	4.6%
Other values (11)	91	17.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4	1	0.2%
0.9	13	2.5%
1.3	14	2.7%
1.8	31	6.0%
2.2	53	10.3%
2.7	44	8.5%
3.1	53	10.3%
3.6	40	7.7%
4	51	9.9%
4.5	41	7.9%

Value	Count	Frequency (%)
9.4	4	0.8%
8.9	1	0.2%
8.5	8	1.5%
8	5	1.0%
7.6	14	2.7%
7.2	4	0.8%
6.7	8	1.5%
6.3	19	3.7%
5.8	24	4.6%
5.4	41	7.9%

rain
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.021663443

Minimum	0
Maximum	6.4
Zeros	509
Zeros (%)	98.5%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6.4
Range	6.4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.29595912
Coefficient of variation (CV)	13.661684
Kurtosis	421.29596
Mean	0.021663443
Median Absolute Deviation (MAD)	0
Skewness	19.816344
Sum	11.2
Variance	0.087591801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	509	98.5%
0.2	2	0.4%
0.8	2	0.4%
1	1	0.2%
6.4	1	0.2%
0.4	1	0.2%
1.4	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	509	98.5%
0.2	2	0.4%
0.4	1	0.2%
0.8	2	0.4%
1	1	0.2%
1.4	1	0.2%
6.4	1	0.2%

Value	Count	Frequency (%)
6.4	1	0.2%
1.4	1	0.2%
1	1	0.2%
0.8	2	0.4%
0.4	1	0.2%
0.2	2	0.4%
0	509	98.5%

area
Real number (ℝ)

ZEROS

Distinct	251
Distinct (%)	48.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.847292

Minimum	0
Maximum	1090.84
Zeros	247
Zeros (%)	47.8%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.52
Q3	6.57
95-th percentile	48.714
Maximum	1090.84
Range	1090.84
Interquartile range (IQR)	6.57

Descriptive statistics

Standard deviation	63.655818
Coefficient of variation (CV)	4.9548043
Kurtosis	194.14072
Mean	12.847292
Median Absolute Deviation (MAD)	0.52
Skewness	12.846934
Sum	6642.05
Variance	4052.0632
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	247	47.8%
1.94	3	0.6%
0.43	2	0.4%
1.46	2	0.4%
1.95	2	0.4%
1.75	2	0.4%
1.64	2	0.4%
1.56	2	0.4%
1.63	2	0.4%
0.9	2	0.4%
Other values (241)	251	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	247	47.8%
0.09	1	0.2%
0.17	1	0.2%
0.21	1	0.2%
0.24	1	0.2%
0.33	1	0.2%
0.36	1	0.2%
0.41	1	0.2%
0.43	2	0.4%
0.47	1	0.2%

Value	Count	Frequency (%)
1090.84	1	0.2%
746.28	1	0.2%
278.53	1	0.2%
212.88	1	0.2%
200.94	1	0.2%
196.48	1	0.2%
185.76	1	0.2%
174.63	1	0.2%
154.88	1	0.2%
105.66	1	0.2%

Auto

Heatmap
Table

	DC	DMC	FFMC	ISI	RH	X	Y	area	day	month	rain	temp	wind
DC	1.000	0.559	0.263	0.104	0.026	-0.073	-0.105	0.062	0.091	0.554	0.008	0.309	-0.206
DMC	0.559	1.000	0.511	0.425	0.035	-0.080	0.005	0.072	0.108	0.410	0.121	0.503	-0.110
FFMC	0.263	0.511	1.000	0.784	-0.320	-0.060	-0.010	0.025	0.088	0.442	0.097	0.595	-0.035
ISI	0.104	0.425	0.784	1.000	-0.177	-0.011	-0.013	0.012	0.154	0.305	0.117	0.416	0.136
RH	0.026	0.035	-0.320	-0.177	1.000	0.066	0.050	-0.024	0.071	0.182	0.181	-0.518	0.037
X	-0.073	-0.080	-0.060	-0.011	0.066	1.000	0.493	0.060	0.000	0.160	0.110	-0.051	0.027
Y	-0.105	0.005	-0.010	-0.013	0.050	0.493	1.000	0.046	0.041	0.128	0.079	-0.041	-0.009
area	0.062	0.072	0.025	0.012	-0.024	0.060	0.046	1.000	0.029	0.000	-0.064	0.079	0.053
day	0.091	0.108	0.088	0.154	0.071	0.000	0.041	0.029	1.000	0.000	0.050	0.068	0.096
month	0.554	0.410	0.442	0.305	0.182	0.160	0.128	0.000	0.000	1.000	0.000	0.337	0.225
rain	0.008	0.121	0.097	0.117	0.181	0.110	0.079	-0.064	0.050	0.000	1.000	0.026	0.121
temp	0.309	0.503	0.595	0.416	-0.518	-0.051	-0.041	0.079	0.068	0.337	0.026	1.000	-0.180
wind	-0.206	-0.110	-0.035	0.136	0.037	0.027	-0.009	0.053	0.096	0.225	0.121	-0.180	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	X	Y	month	day	FFMC	DMC	DC	ISI	temp	RH	wind	rain
0	7	5	mar	fri	86.2	26.2	94.3	5.1	8.2	51	6.7	0.0
1	7	4	oct	tue	90.6	35.4	669.1	6.7	18.0	33	0.9	0.0
2	7	4	oct	sat	90.6	43.7	686.9	6.7	14.6	33	1.3	0.0
3	8	6	mar	fri	91.7	33.3	77.5	9.0	8.3	97	4.0	0.2
4	8	6	mar	sun	89.3	51.3	102.2	9.6	11.4	99	1.8	0.0
5	8	6	aug	sun	92.3	85.3	488.0	14.7	22.2	29	5.4	0.0
6	8	6	aug	mon	92.3	88.9	495.6	8.5	24.1	27	3.1	0.0
7	8	6	aug	mon	91.5	145.4	608.2	10.7	8.0	86	2.2	0.0
8	8	6	sep	tue	91.0	129.5	692.6	7.0	13.1	63	5.4	0.0
9	7	5	sep	sat	92.5	88.0	698.6	7.1	22.8	40	4.0	0.0

	X	Y	month	day	FFMC	DMC	DC	ISI	temp	RH	wind	rain	area
507	2	4	aug	fri	91.0	166.9	752.6	7.1	25.9	41	3.6	0.0	0.00
508	1	2	aug	fri	91.0	166.9	752.6	7.1	25.9	41	3.6	0.0	0.00
509	5	4	aug	fri	91.0	166.9	752.6	7.1	21.1	71	7.6	1.4	2.17
510	6	5	aug	fri	91.0	166.9	752.6	7.1	18.2	62	5.4	0.0	0.43
511	8	6	aug	sun	81.6	56.7	665.6	1.9	27.8	35	2.7	0.0	0.00
512	4	3	aug	sun	81.6	56.7	665.6	1.9	27.8	32	2.7	0.0	6.44
513	2	4	aug	sun	81.6	56.7	665.6	1.9	21.9	71	5.8	0.0	54.29
514	7	4	aug	sun	81.6	56.7	665.6	1.9	21.2	70	6.7	0.0	11.16
515	1	4	aug	sat	94.4	146.0	614.7	11.3	25.6	42	4.0	0.0	0.00
516	6	3	nov	tue	79.5	3.0	106.7	1.1	11.8	31	4.5	0.0	0.00

Most frequently occurring

	X	Y	month	day	FFMC	DMC	DC	ISI	temp	RH	wind	area	# duplicates
0	3	4	aug	sun	91.4	142.4	601.4	10.6	19.8	39	5.4	0.00	2
1	3	6	jun	fri	91.1	94.1	232.1	7.1	19.2	38	4.5	0.00	2
2	4	3	aug	wed	92.1	111.2	654.1	9.6	20.4	42	4.9	0.00	2
3	4	4	mar	sat	91.7	35.8	80.8	7.8	17.0	27	4.9	28.66	2

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring